{"id":"W2799449089","doi":"10.4212/cjhp.v71i2.1870","title":"Hospital Pharmacy’s Situational Awareness","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Pharmacy and Medical Practices","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pharmacy; Situational ethics; Hospital pharmacy; Medicine; Medical emergency; Family medicine; Psychology; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002772682,0.0002502116,0.0002149429,0.001641681,0.001728171,0.004506103,0.000617459,0.0009057477,0.008458527],"category_scores_gemma":[0.01990799,0.000243056,0.0003770474,0.000876405,0.0007256268,0.002307463,0.00346049,0.002051351,0.001116594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0031425,"about_ca_system_score_gemma":0.004568637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009905674,"about_ca_topic_score_gemma":0.01483448,"domain_scores_codex":[0.9950288,0.002246813,0.00045639,0.0004385052,0.001109002,0.0007205262],"domain_scores_gemma":[0.9770151,0.00486626,0.004894585,0.001191612,0.005523742,0.006508537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004164131,0.0006730562,0.6845189,0.0005104184,0.0003210091,0.002379134,0.02857025,0.0008514315,0.001824951,0.009442769,0.0683801,0.2021117],"study_design_scores_gemma":[0.00004631456,0.0006495339,0.5989369,0.0006671311,0.0001887384,0.006327789,0.1262106,0.002877259,0.002470309,0.00856302,0.2528324,0.0002300181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6772107,0.002113987,0.008210708,0.05883967,0.001553738,0.0002305237,0.001775859,0.0007320106,0.2493327],"genre_scores_gemma":[0.9925838,0.0003138556,0.001122447,0.002210466,0.0001641978,0.00001978391,0.0002603504,0.00001845901,0.00330677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009905674,"threshold_uncertainty_score":0.02829659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.135845539338048,"score_gpt":0.4583363875304494,"score_spread":0.3224908481924014,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}